Decision support software for forecasting patient's length of stay
Length of stay of hospitalized patients is generally considered to be a significant and critical
factor for healthcare policy planning which consequently affects the hospital management …
factor for healthcare policy planning which consequently affects the hospital management …
EEG-based emotion recognition utilizing wavelet coefficients
A Momennezhad - Multimedia Tools and Applications, 2018 - Springer
This paper focuses on EEG (Electroencephalography) signals as a robust method for
emotion recognition. In emotion recognition, researchers usually use features such as eye …
emotion recognition. In emotion recognition, researchers usually use features such as eye …
Imbalanced data classification using MapReduce and relief
J Jedrzejowicz, R Kostrzewski, J Neumann… - Journal of Information …, 2018 - Taylor & Francis
Classification of imbalanced data has been reported to require modification of standard
classification algorithms and lately has attracted a lot of attention due to practical …
classification algorithms and lately has attracted a lot of attention due to practical …
Analyzing Networks with Hypergraphs: Detection, Classification, and Prediction
LAKH Alkulaib - 2024 - vtechworks.lib.vt.edu
Recent advances in large graph-based models have shown great performance in a variety
of tasks, including node classification, link prediction, and influence modeling. However …
of tasks, including node classification, link prediction, and influence modeling. However …
Applying Map-Reduce to imbalanced data classification
J Jędrzejowicz, J Neumann… - … on INnovations in …, 2017 - ieeexplore.ieee.org
The aim of the paper was to apply MapReduce paradigm to the algorithm SplitBal which
classifies imbalanced datasets and perform the evaluation of results for different parameters …
classifies imbalanced datasets and perform the evaluation of results for different parameters …